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STREAMING DATA IN ENERGY

Wind Turbine Reliability and Performance Assessment, and the Data Science Relevance

Yu Ding

Published Online: October 3, 2018
INFORMS YouTube

Analytics everywhere: What Germany’s Industrie 4.0 initiative is teaching us about the power of analytics

Thomas D. Meyer, Arnab Chakraborty

Published Online: April 3, 2017
OR/MS Today

Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage

Published Online:

INFORMS Journal on Computing

    Abstract
    We present and benchmark an approximate dynamic programming algorithm that is capable of designing near-optimal control policies for a portfolio of heterogenous storage devices in a time-dependent environment, where wind supply, demand, and electricity ...
Machine Speed Scaling by Adapting Methods for Convex Optimization with Submodular Constraints

Published Online:

INFORMS Journal on Computing

    Abstract
    In this paper, we propose a new methodology for the speed-scaling problem based on its link to scheduling with controllable processing times and submodular optimization. It results in faster algorithms for traditional speed-scaling models, characterized ...

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